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iiitl / Regression

This repository hosts a project centered around conducting regression analyses using our specific dataset.
MIT License
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Data cleaning #7 #17

Closed NeonKazuha closed 6 months ago

NeonKazuha commented 6 months ago
  1. Filled Na values using SimpleImputer with median values.
  2. Converted Categorical Data to Numeric Data using LabelEncoder.
  3. Converted years to the age of the wine by subtracting the year feature from 2024.
  4. Created a column average_rating by using features winery and rating.
  5. Dropped features country, winery, num_reviews, rating.
NeonKazuha commented 6 months ago

@darshbaxi @rootCircle Please review.

darshbaxi commented 6 months ago

@NeonKazuha I noticed that the commit message could be improved.